Model comparison

JoyAI-Image-Edit-Plus-Diffusers vs FLUX.1-dev

At Q4_K_M, FLUX.1-dev is the smaller download — 6,931,817,760 bytes against 11,596,270,656.

From the file· summed bytes, KV per layer

Side by side

JoyAI-Image-Edit-Plus-DiffusersFLUX.1-dev
Parameters16.3B11.9B
Architecturewanflux
Layers
Native context
Mixture of expertsnono
Quantizations published1237
Smallest quantization7.33 GiB3.75 GiB
Q4_K_M10.80 GiB6.46 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextJoyAI-Image-Edit-Plus-DiffusersFLUX.1-devRatio
4,096
8,192
16,384
32,768
65,536
131,072